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The SPRT chart for monitoring a proportion

 

作者: MARIONR. REYNOLDS,   ZACHARYG. STOUMBOS,  

 

期刊: IIE Transactions  (Taylor Available online 1998)
卷期: Volume 30, issue 6  

页码: 545-561

 

ISSN:0740-817X

 

年代: 1998

 

DOI:10.1080/07408179808966494

 

出版商: Taylor & Francis Group

 

数据来源: Taylor

 

摘要:

A control chart based on applying a sequential probability ratio test (SPRT) at each sampling point is considered for the problem of monitoring a process proportionp. This SPRT chart can be applied in situations in which items are inspected one by one, and the results of each inspection can be conveniently recorded before the next item is inspected. Some corrected diffusion theory approximations are given for the statistical properties of the SPRT and the SPRT chart. These approximations are very accurate and provide a simple method for designing an SPRT chart for practical applications. The sample size for the SPRT chart at a particular sampling time depends on the observations at that time, but the chart can be designed to have a specified average sampling rate when the process is in control. When there is a small shift inp, the average sampling rate per unit time will increase, but for a large shift inpthe average sampling rate will decrease. For a given in-control average sampling rate and a given false alarm rate, the SPRT chart will detect changes inpmuch faster than the standardp-chart, which has traditionally been used for monitoringp. The SPRT chart will also detect changes inpmuch faster than the CUSUM chart forp. Thus, the SPRT chart can be used in place of traditional control charts to provide faster detection of changes inpor to reduce the sampling effort required to provide a given detection capability.

 

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